ownership-graph-analysis

How AI Is Actually Changing Sanctions Screening (and Where It Shouldn't)

FinCEN's 2026 NPRM signals that demonstrably effective AI adoption may count in enforcement decisions. Where AI genuinely improves sanctions screening — and the five boundaries where handing the decision to a model creates more regulatory risk than it removes.